[2025-10-01T18:18:21.246742] [QUERYOME] Starting research for query 434: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
Most prominent lingual fossa in Incisors is seen in

Options:
A. Upper Lateral incisor
B. Lower Lateral Incisor
C. Upper Central Incisor
D. Lower Central Incisor'
[2025-10-01T18:18:21.314666] [PI] Starting research for query: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
Most prominent lingual fossa in Incisors is seen in

Options:
A. Upper Lateral incisor
B. Lower Lateral Incisor
C. Upper Central Incisor
D. Lower Central Incisor'
[2025-10-01T18:18:21.316966] Saving text to bench_final/run1/medmcqa/medmcqa_1994/pi_initial_prompt.txt
[2025-10-01T18:18:21.321787] [PI] Calling o3 for initial analysis...
[2025-10-01T18:18:26.214510] [PI] Reasoning iteration 1
[2025-10-01T18:18:26.216899] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:18:26.218587] [PI] Function arguments: {'query': 'lingual fossa depth maxillary lateral incisor', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T18:18:26.221792] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T18:18:26.664477] [PI] Function hybrid_search executed successfully
[2025-10-01T18:18:26.666669] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T18:18:26.671698] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:18:34.558404] [PI] Reasoning iteration 2
[2025-10-01T18:18:34.560078] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:18:34.562521] [PI] Function arguments: {'query': 'deep lingual pit maxillary lateral incisor lingual fossa prominent', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T18:18:34.565089] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T18:18:34.969715] [PI] Function hybrid_search executed successfully
[2025-10-01T18:18:34.971804] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T18:18:34.978240] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:18:39.193271] [PI] Reasoning iteration 3
[2025-10-01T18:18:39.197099] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:18:39.198390] [PI] Function arguments: {'query': 'maxillary lateral incisor deep lingual fossa central incisor shallower', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T18:18:39.200039] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T18:18:39.833801] [PI] Function hybrid_search executed successfully
[2025-10-01T18:18:39.835378] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T18:18:39.842398] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:18:51.117184] [PI] Reasoning iteration 4
[2025-10-01T18:18:51.118697] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:18:51.121749] [PI] Function arguments: {'query': 'lingual fossa maxillary lateral incisor prominent compared central incisor dental anatomy', 'k': 10, 'faiss_weight': 0.3, 'bm25_weight': 0.7, 'use_rrf': True}
[2025-10-01T18:18:51.123233] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T18:18:51.867221] [PI] Function hybrid_search executed successfully
[2025-10-01T18:18:51.869368] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T18:18:51.877848] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:19:11.160314] [PI] Reasoning iteration 5
[2025-10-01T18:19:11.162657] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:19:11.164248] [PI] Function arguments: {'query': 'lingual fossa depth lateral incisor deeper than central', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T18:19:11.166770] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-01T18:19:11.609749] [PI] Function hybrid_search executed successfully
[2025-10-01T18:19:11.612122] Saving JSON to bench_final/run1/medmcqa/medmcqa_1994/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-01T18:19:11.617215] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:19:24.534647] [PI] Reasoning iteration 6
[2025-10-01T18:19:24.537706] [PI reasoning] **Gathering Evidence on Dental Features**

I'm considering how to emphasize the characteristics of lateral incisors. It seems that radicular grooves and deep pits are common here, which could increase the likelihood of caries. The prevalence of radicular grooves is higher in lateral incisors compared to centrals, emphasizing their morphological complexity. I plan to provide a well-reasoned answer discussing how these features are uniquely associated with maxillary lateral incisors, citing relevant studies to support this observation.
[2025-10-01T18:19:24.539471] [PI] No function calls found in response
[2025-10-01T18:19:24.542184] [PI] No more function calls - research complete
[2025-10-01T18:19:24.544067] Saving text to bench_final/run1/medmcqa/medmcqa_1994/pi_final_answer.txt
[2025-10-01T18:19:24.549015] [QUERYOME] Query completed successfully
